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Hassan Jameel Asghar

Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM Interactions

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Nov 18, 2024
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On the Robustness of Malware Detectors to Adversarial Samples

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Aug 05, 2024
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Practical, Private Assurance of the Value of Collaboration

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Oct 04, 2023
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On the Adversarial Inversion of Deep Biometric Representations

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Apr 12, 2023
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Those Aren't Your Memories, They're Somebody Else's: Seeding Misinformation in Chat Bot Memories

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Apr 06, 2023
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Unintended Memorization and Timing Attacks in Named Entity Recognition Models

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Nov 04, 2022
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A Differentially Private Framework for Deep Learning with Convexified Loss Functions

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Apr 03, 2022
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On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models

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Mar 12, 2021
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On the Resilience of Biometric Authentication Systems against Random Inputs

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Jan 24, 2020
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On Inferring Training Data Attributes in Machine Learning Models

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Aug 28, 2019
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